{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T17:47:44Z","timestamp":1725472064009},"publisher-location":"Berlin, Heidelberg","reference-count":15,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540464914"},{"type":"electronic","value":"9783540464938"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2006]]},"DOI":"10.1007\/11893318_23","type":"book-chapter","created":{"date-parts":[[2006,10,9]],"date-time":"2006-10-09T10:14:10Z","timestamp":1160388850000},"page":"219-230","source":"Crossref","is-referenced-by-count":1,"title":["Rule-Based Prediction of Rare Extreme Values"],"prefix":"10.1007","author":[{"given":"Rita","family":"Ribeiro","sequence":"first","affiliation":[]},{"given":"Lu\u00eds","family":"Torgo","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"23_CR1","unstructured":"Breiman, L., Friedman, J., Olshen, R., Stone, C.: Classification and Regression Trees. Statistics\/Probability Series. Wadsworth & Brooks\/Cole Advanced Books & Software (1984)"},{"key":"23_CR2","unstructured":"Cleveland, W.: Visualizing data. Hobart Press (1993)"},{"key":"23_CR3","first-page":"1","volume":"7","author":"J. Dem\u0161ar","year":"2006","unstructured":"Dem\u0161ar, J.: Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research\u00a07, 1\u201330 (2006)","journal-title":"Journal of Machine Learning Research"},{"key":"23_CR4","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1145\/502512.502553","volume-title":"KDD 2001: Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining","author":"N. Indurkhya","year":"2001","unstructured":"Indurkhya, N., Weiss, S.M.: Solving regression problems with rule-based ensemble classifiers. In: KDD 2001: Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 287\u2013292. ACM Press, New York (2001)"},{"key":"23_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1007\/3-540-45681-3_20","volume-title":"Principles of Data Mining and Knowledge Discovery","author":"M.V. Joshi","year":"2002","unstructured":"Joshi, M.V., Agarwal, R.C., Kumar, V.: Predicting rare classes: Comparing two-phase rule induction to cost-sensitive boosting. In: Elomaa, T., Mannila, H., Toivonen, H. (eds.) PKDD 2002. LNCS, vol.\u00a02431, pp. 237\u2013249. Springer, Heidelberg (2002)"},{"key":"23_CR6","unstructured":"Ribeiro, R.: Prediction models for rare phenomena. Master\u2019s thesis, Faculty of Economics, University of Porto, Portugal (February 2004)"},{"key":"23_CR7","unstructured":"Van Rijsbergen, C.: Information Retrieval, 2nd edn. Dept. of Computer Science, University of Glasgow (1979)"},{"key":"23_CR8","doi-asserted-by":"crossref","unstructured":"Torgo, L., Gama, J.: Regression using classification algorithms. Intelligent Data Analysis\u00a01(4) (1997)","DOI":"10.3233\/IDA-1997-1405"},{"key":"23_CR9","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"447","DOI":"10.1007\/978-3-540-39804-2_40","volume-title":"Knowledge Discovery in Databases: PKDD 2003","author":"L. Torgo","year":"2003","unstructured":"Torgo, L., Ribeiro, R.: Predicting outliers. In: Lavra\u010d, N., Gamberger, D., Todorovski, L., Blockeel, H. (eds.) PKDD 2003. LNCS (LNAI), vol.\u00a02838, pp. 447\u2013458. Springer, Heidelberg (2003)"},{"key":"23_CR10","unstructured":"Turney, P.: Types of cost in inductive learning. In: Proceedings of the Workshop on cost-sensitive learning at the 17th ICML, pp. 15\u201321 (2000)"},{"key":"23_CR11","unstructured":"UCI Machine Learning Repository, \n                    \n                      http:\/\/www.ics.uci.edu\/~mlearn\/MLSummary.html"},{"key":"23_CR12","first-page":"83","volume-title":"AAAI Workshop on Predicting the Future: AI Approaches to Time-Series Problems","author":"G. Weiss","year":"1998","unstructured":"Weiss, G., Hirsh, H.: Learning to predict rare events in categorical time-series data. In: AAAI Workshop on Predicting the Future: AI Approaches to Time-Series Problems, vol.\u00a0WS-98-07, pp. 83\u201390. AAAI Press, Menlo Park (1998)"},{"key":"23_CR13","first-page":"64","volume-title":"AAAI Workshop on Learning from Imbalanced Data Sets","author":"G. Weiss","year":"2000","unstructured":"Weiss, G., Hirsh, H.: Learning to predict extremely rare events. In: AAAI Workshop on Learning from Imbalanced Data Sets, vol.\u00a0WS-00-05, pp. 64\u201368. AAAI Press, Menlo Park (2000)"},{"key":"23_CR14","unstructured":"Weiss, G., Provost, F.: The effect of class distribution on classifier learning: an empirical study. Technical Report ML-TR-44, Department of Computer Science, Rutgers University (2001)"},{"key":"23_CR15","doi-asserted-by":"crossref","first-page":"383","DOI":"10.1613\/jair.199","volume":"3","author":"S.M. Weiss","year":"1995","unstructured":"Weiss, S.M., Indurkhya, N.: Rule-based machine learning methods for functional prediction. Journal of Artificial Intelligence Research\u00a03, 383\u2013403 (1995)","journal-title":"Journal of Artificial Intelligence Research"}],"container-title":["Lecture Notes in Computer Science","Discovery Science"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11893318_23.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T03:36:17Z","timestamp":1619494577000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11893318_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006]]},"ISBN":["9783540464914","9783540464938"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/11893318_23","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2006]]}}}